699 search results - page 62 / 140 » Online Dynamic Value System for Machine Learning |
154
Voted
PODC
2009
ACM
16 years 3 months ago
2009
ACM
We analyze the performance of protocols for load balancing in distributed systems based on no-regret algorithms from online learning theory. These protocols treat load balancing a...
119
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
Predictive state representations (PSRs) have recently been proposed as an alternative to partially observable Markov decision processes (POMDPs) for representing the state of a dy...
122
Voted
ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
We present a reinforcement learning architecture, Dyna-2, that encompasses both samplebased learning and sample-based search, and that generalises across states during both learni...
211
Voted
TC
2002
15 years 2 months ago
2002
Dynamic Power Management (DPM) is a design methodology aiming at reducing power consumption of electronic systems by performing selective shutdown of idle system resources. The eff...
125
Voted
ECML
2004
Springer
15 years 8 months ago
2004
Springer
In this paper, we show how the dynamics of Q-learning can be visualized and analyzed from a perspective of Evolutionary Dynamics (ED). More specifically, we show how ED can be use...